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<!DOCTYPE html>
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<title>Liang An | Homepage</title>
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<ul class="nav nav-list bs-docs-sidenav hidden-phone">
<li><a href="#"><i class="icon-play"></i>Home</a></li>
<li><a href="#Work Experience"><i class="icon-play"></i>Work Experience</a></li>
<li><a href="#Education"><i class="icon-play"></i>Education</a></li>
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<a href="#"><i class="icon-play"></i>Home</a>
<a href="#Education"><i class="icon-play"></i>Education</a>
<a href="#Publications"><i class="icon-play"></i>Publications</a>
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<a href="#Teaching"><i class="icon-play"></i> Teaching </a>
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<div class="span9">
<h3>
Liang An (安亮)
</h3>
<h5>
anliang at mail(dot)tsinghua(dot)edu(dot)cn
<a href="https://github.com/anl13">[Github]</a>
<a href="https://scholar.google.com/citations?user=s0T1w0gAAAAJ&hl=en">[Google Scholar]</a>
</h5>
<h3>About me</h3>
I am a Shuimu Postdoc Researcher at Department of Automation, Tsinghua University, China.
I am collaborating with Prof. <a href="http://liuyebin.com/">Yebin Liu</a>
in <a href="http://media.au.tsinghua.edu.cn/index/index/index.html">Institute for Brain and Cognitive Sciences</a>. I also work closely with Prof. <a href="https://www.jialabtsinghua.com/">Yichang Jia</a> from Deparment of Medicine. I focus on
3D computer vision and its application in agriculture, biology and medicine. Currently I serve as an independent reviewer for conferences such as ICCV, CVPR, ECCV, 3DV, AAAI, ICLR, NeurIPS, WACV and ACCV, also for journals such as IJCV.
<div>
<b><font color="#8C1515">News:</font> </b>
<ul>
<li><p> 2025.02 One paper accepted to CVPR 2025. </p></li>
<li><p> 2024.07 I work as a Postdoc Researcher at Tsinghua University now! </p></li>
<li><p> 2024.06 I successfully defend my thesis! </p></li>
<li><p> 2023.11 Our "MAMMAL" system is published online in Nature Communications now! </p></li>
<li><p> 2023.10 One paper accepted to NeurIPS 2023, which focused on mouse 3D keypoints estimation. </p></li>
<li><p> 2022.05 Selected as an <a href="https://cvpr2022.thecvf.com/outstanding-reviewers">outstanding reviewer</a> for CVPR 2022. </p></li>
<li><p> 2022.03 One paper accepted to CVPR 2022 as oral presentation. </p></li>
<li><p> 2021.08 One paper accepted to ICCV 2021. </p></li>
</p></li>
</ul>
</div>
<h3>Work Experience</h3>
<a name="Work Experience"></a>
<div class="media">
<span class="pull-left"><img src="./img/tsinghua.png" width="72px" height="72px"/></span>
<div class="media-body">
<p><span style="font-weight: bold">Jul. 2024 - Now</span>, Department of Automation, <i><b>Tsinghua University</b></i>,</p>
<p>Postdoc</p>
</div>
</div>
<h3>Education</h3>
<a name="Education"></a>
<div class="media">
<span class="pull-left"><img src="./img/tsinghua.png" width="72px" height="72px"/></span>
<div class="media-body">
<p><span style="font-weight: bold">Aug. 2017 - Jun. 2024</span>, Department of Automation, <i><b>Tsinghua University</b></i>,</p>
<p>Doctor of Philosophy</p>
</div>
</div>
<div class="media">
<span class="pull-left"><img src="./img/tsinghua.png" width="72px" height="72px"/></span>
<div class="media-body">
<p><span style="font-weight: bold">Aug. 2013 - Jul. 2017</span>, Department of Automation, <i><b>Tsinghua University</b></i>,</p>
<p>Bachelor of Engineering.</p>
</div>
</div>
<h3>Publications</h3>
<a name="Publications"></a>
<table cellspacing="20">
<!-- paper list start here -->
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/Animer.jpg" border="0">
</td>
<td>
<p><b>AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer</b>
<br>
Jin Lyu#, Tianyi Zhu#, Yi Gu, Li Lin, Pujin Cheng, Yebin Liu, Xiaoying Tang*, <b>Liang An*</b>
<br>
<font class="journal">In <i><b>CVPR 2025 (accepted) </b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="https://arxiv.org/abs/2412.00837">[Paper]</a>
<a href="https://luoxue-star.github.io/AniMer_project_page/">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/manidext.jpg" border="0">
</td>
<td>
<p><b>ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion</b>
<br>
Jiajun Zhang, Yuxiang Zhang, <b>Liang An</b>, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu*
<br>
<font class="journal">In <i><b>arXiv</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="https://www.arxiv.org/pdf/2409.09300">[Paper]</a>
<a href="https://jiajunzhang16.github.io/manidext/">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/mammal.jpg" border="0">
</td>
<td>
<p><b>Three-dimensional surface motion capture of multiple freely moving pigs using MAMMAL</b>
<br>
<b>Liang An</b>, Jilong Ren, Tao Yu, Tang Hai*, Yichang Jia*, Yebin Liu* (*=corresponding author)
<br>
<font class="journal">In <i><b>Nature Communications 2023</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<!-- <a href="http://www.liuyebin.com/pymaf-x/">[Project Page]</a> -->
<a href="https://www.nature.com/articles/s41467-023-43483-w">[Paper]</a>
<a href="https://github.com/anl13/MAMMAL_core">[Code]</a>
<a href="https://github.com/anl13/MAMMAL_mouse">[Code for mouse]</a>
<a href="https://anl13.github.io/projects/mammal/index.html">[Project]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/tri_loss.jpg" border="0">
</td>
<td>
<p><b>Triangulation Residual Loss for Data-efficient 3D Pose Estimation</b>
<br>
Jiachen Zhao, Tao Yu, <b>Liang An</b>, Yipeng Huang, Fang Deng, Qionghai Dai
<br>
<font class="journal">In <i><b>NeurIPS 2023</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<!-- <a href="http://www.liuyebin.com/pymaf-x/">[Project Page]</a> -->
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/pamafx.jpg" border="0">
</td>
<td>
<p><b>PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images</b>
<br>
Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, <b>Liang An</b>, Zhenan Sun, Yebin Liu
<br>
<font class="journal">In <i><b>TPAMI 2023</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="http://www.liuyebin.com/pymaf-x/">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/aaai2023.jpg" border="0">
</td>
<td>
<p><b>Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery</b>
<br>
Kai Jia, Hongwen Zhang*, <b>Liang An</b>, Yebin Liu*
<br>
<font class="journal">In <i><b>AAAI 2023</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="https://kairobo.github.io/PaFF_Stage/">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/realtotalCap.jpg" border="0">
</td>
<td>
<p><b>Real-time Sparse-view Multi-person Total Motion Capture</b>
<br>
Yuxiang Zhang, Zeping Ren, <b>Liang An</b>, Hongwen Zhang, Tao Yu, Yebin Liu
<br>
<!-- <font class="journal">In <i><b>arXiv</b> </i></font> <br> -->
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="http://liuyebin.com/realtime_cap_project/realtotalcap/realtotalcap.html">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/CVPR2022-intaghand.jpg" border="0">
</td>
<td>
<p><b>Interacting Attention Graph for Single Image Two-Hand Reconstruction</b>
<br>
Mengcheng Li, <b>Liang An</b>, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu
<br>
<font class="journal">In <i><b>CVPR 2022 (oral), acceptance rate 4.2%</b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="http://www.liuyebin.com/IntagHand/Intaghand.html">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/ICCV2021-lightweight.jpg" border="0">
</td>
<td>
<p><b>Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras</b>
<br>
Yuxiang Zhang, Zhe Li, <b>Liang An</b>, Mengcheng Li, Tao Yu*, Yebin Liu* (*=corresponding author)
<br>
<font class="journal">In <i><b>ICCV 2021 </b> </i></font> <br>
<!-- <font class="journal"> <b></b></font> <br> -->
<a href="http://www.liuyebin.com/lwtotalcap/lwtotalcap.html">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/cvpr2020-realmulticap.JPG" border="0">
</td>
<td>
<p><b>4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras</b>
<br>
Yuxiang Zhang#, <b>Liang An#</b>, Tao Yu, Xiu Li, Kun Li and Yebin Liu (#=equal contribution)
<br>
<font class="journal">In <i><b>CVPR 2020 (oral)</b> </i></font> <br>
<!-- <font class="journal"> <b>(oral) </b></font> <br> -->
<a href="http://www.liuyebin.com/4dassociation/">[Project Page]</a>
</td>
</tr>
<tr>
<td width="20%">
<img style="max-height: 120px; max-width: 160px;" src="img/ECCV2018-DDRNet.jpg" border="0">
</td>
<td>
<p><b>DDRNet: Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs</b>
<br>
Shi Yan, Chenglei Wu, Lizhen Wang, Feng Xu, <b>Liang An</b>, Kaiwen Guo and Yebin Liu
<br>
<font class="journal">In <i><b>ECCV 2018</b> </i></font><br> <!----b> (Oral) </b> <font class="ratio"> - Acceptance ratio: 70/3303~2.1% </font> <br-->
<a href="https://openaccess.thecvf.com/content_ECCV_2018/papers/Shi_Yan_DDRNet_Depth_Map_ECCV_2018_paper.pdf">[PDF]</a>
<a href="https://www.bilibili.com/video/av73347831/">[video]</a>
</td>
</tr>
</table>
<h3>Teaching</h3>
<a name="Teaching"></a>
<ul>
<li> TA, Data Structure(Since Spring 2018) </li>
<li> TA, C++ Programme Design and Training(Summer 2018)</li>
</ul>
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